EstimatorReport.metrics#

EstimatorReport.metrics()[source]#

Accessor for metrics-related operations.

You can access this accessor using the metrics attribute.

Methods#

Here are the methods that are available through this accessor:

  • help() – Display accessor help using rich or HTML

  • summarize() – Report a set of metrics for our estimator

  • add() – Add a custom metric to summarize()

  • available() – List available metric names in the registry

  • confusion_matrix() – Plot the confusion matrix

  • fit_time() – Get time to fit the estimator

  • get() – Get a metric value

  • precision_recall() – Plot the precision-recall curve

  • predict_time() – Get prediction time if it has been already measured

  • prediction_error() – Plot the prediction error of a regression model

  • remove() – Remove a metric from the registry

  • roc() – Plot the ROC curve

  • score() – Compute the estimator’s default score

  • timings() – Get all measured processing times related to the estimator